Wed 29 Apr 2020 22:27:07 CEST

Based on the Protezione Civile Dataset and adjusted for the ISTAT (National Statistics Institute) regional and provincial nomenclature

Source: dpc-covid19-ita-province.csv, own calculations


Provinces per capita (expressed as per thousand people) ‰ rate.

##                        province total_cases per_capita pos
##                         Cremona        6023      16.78   1
##                        Piacenza        3993      13.91   2
##                            Lodi        2959      12.85   3
##                         Bergamo       11291      10.13   4
##                         Brescia       12806      10.12   5
##  Valle d'Aosta / Vallée d'Aoste        1124       8.94   6
##              Reggio nell'Emilia        4613       8.67   7
##                     Alessandria        3346       7.94   8
##                           Pavia        4280       7.84   9
##                         Mantova        3156       7.65  10
##                          Trento        4069       7.52  11
##                            Asti        1546       7.20  12
##                           Parma        3144       6.96  13
##                 Pesaro e Urbino        2490       6.94  14
##                           Lecco        2265       6.71  15
##                        Vercelli        1099       6.43  16
##            Verbano-Cusio-Ossola        1005       6.35  17
##                         Sondrio        1143       6.31  18
##                         Imperia        1317       6.16  19
##                          Novara        2265       6.14  20
##                          Milano       19121       5.88  21
##                          Rimini        1990       5.87  22
##                          Torino       12839       5.68  23
##                          Biella         963       5.48  24
##                          Genova        4571       5.43  25
##                            Como        3207       5.35  26
##           Monza e della Brianza        4674       5.35  27
##                         Belluno        1084       5.34  28
##                         Trieste        1245       5.31  29
##                          Modena        3630       5.15  30
##                   Massa-Carrara         993       5.10  31
##                          Verona        4627       4.99  32
##                 Bolzano / Bozen        2507       4.72  33
##                         Bologna        4352       4.29  34
##                          Savona        1170       4.24  35
##                           Cuneo        2459       4.19  36
##                          Padova        3836       4.09  37
##                         Pescara        1285       4.03  38
##                    Forlì-Cesena        1556       3.94  39
##                          Ancona        1805       3.83  40
##                       La Spezia         825       3.76  41
##                           Lucca        1273       3.28  42
##                        Macerata        1010       3.21  43
##                         Firenze        3079       3.04  44
##                         Vicenza        2616       3.03  45
##                          Varese        2619       2.94  46
##                         Venezia        2425       2.84  47
##                         Treviso        2487       2.80  48
##                         Ferrara         918       2.66  49
##                         Ravenna         981       2.52  50
##                            Enna         410       2.49  51
##                           Fermo         431       2.48  52
##                         Pistoia         624       2.13  53
##                           Rieti         324       2.08  54
##                          Teramo         637       2.07  55
##                            Pisa         846       2.02  56
##                       Pordenone         630       2.02  57
##                           Prato         517       2.01  58
##                          Chieti         757       1.96  59
##                        Grosseto         405       1.83  60
##                          Rovigo         426       1.81  61
##                          Arezzo         621       1.81  62
##                           Udine         951       1.80  63
##                         Sassari         833       1.69  64
##                          Foggia        1032       1.66  65
##                           Siena         421       1.58  66
##                           Terni         349       1.55  67
##                         Livorno         513       1.53  68
##                         Perugia         991       1.51  69
##                        Brindisi         555       1.41  70
##                   Ascoli Piceno         281       1.36  71
##                         Gorizia         182       1.31  72
##                         Viterbo         385       1.21  73
##                       Frosinone         565       1.16  74
##                        Avellino         454       1.09  75
##                            Roma        4694       1.08  76
##                            Bari        1301       1.04  77
##                      Campobasso         224       1.01  78
##           Barletta-Andria-Trani         371       0.95  79
##                          Matera         188       0.95  80
##                         Catania         971       0.88  81
##                         Messina         533       0.85  82
##                          Latina         488       0.85  83
##                        L'Aquila         244       0.82  84
##                          Napoli        2416       0.78  85
##                         Crotone         118       0.67  86
##                       Benevento         182       0.66  87
##                         Isernia          55       0.65  88
##                         Cosenza         450       0.64  89
##                           Lecce         484       0.61  90
##                   Caltanissetta         159       0.61  91
##                         Salerno         659       0.60  92
##                       Catanzaro         206       0.57  93
##                        Siracusa         224       0.56  94
##                        Cagliari         234       0.54  95
##                         Potenza         178       0.49  96
##                   Vibo Valentia          75       0.47  97
##              Reggio di Calabria         251       0.46  98
##                         Caserta         420       0.46  99
##                         Taranto         255       0.44 100
##                         Palermo         480       0.38 101
##                           Nuoro          76       0.36 102
##                        Oristano          54       0.34 103
##                         Trapani         139       0.32 104
##                       Agrigento         135       0.31 105
##                          Ragusa          89       0.28 106
##                    Sud Sardegna          93       0.27 107

Graphs - Total case progression - Provinces by region (for the most recent days observed)

## [1] "2020-04-29"
##  province total_cases daily_growth three_day_rate per_capita
##    Chieti         757         0.80           1.54       1.96
##  L'Aquila         244         0.00           0.41       0.82
##   Pescara        1285         1.18           0.66       4.03
##    Teramo         637         0.47           0.10       2.07
##   daily_growth    three_day_rate    total_cases       per_capita   
##  Min.   :0.0000   Min.   :0.1049   Min.   : 244.0   Min.   :0.816  
##  1st Qu.:0.3549   1st Qu.:0.3361   1st Qu.: 538.8   1st Qu.:1.676  
##  Median :0.6361   Median :0.5351   Median : 697.0   Median :2.016  
##  Mean   :0.6133   Mean   :0.6797   Mean   : 730.8   Mean   :2.219  
##  3rd Qu.:0.8945   3rd Qu.:0.8787   3rd Qu.: 889.0   3rd Qu.:2.558  
##  Max.   :1.1811   Max.   :1.5436   Max.   :1285.0   Max.   :4.029

## [1] "2020-04-29"
##  province total_cases daily_growth three_day_rate per_capita
##    Matera         188            0              0       0.95
##   Potenza         178            0              0       0.49
##   daily_growth three_day_rate  total_cases      per_capita    
##  Min.   :0     Min.   :0      Min.   :178.0   Min.   :0.4877  
##  1st Qu.:0     1st Qu.:0      1st Qu.:180.5   1st Qu.:0.6033  
##  Median :0     Median :0      Median :183.0   Median :0.7188  
##  Mean   :0     Mean   :0      Mean   :183.0   Mean   :0.7188  
##  3rd Qu.:0     3rd Qu.:0      3rd Qu.:185.5   3rd Qu.:0.8344  
##  Max.   :0     Max.   :0      Max.   :188.0   Max.   :0.9499

## [1] "2020-04-29"
##            province total_cases daily_growth three_day_rate per_capita
##           Catanzaro         206         0.49           0.66       0.57
##             Cosenza         450         0.00           0.22       0.64
##             Crotone         118         0.85           0.28       0.67
##  Reggio di Calabria         251         0.40           0.27       0.46
##       Vibo Valentia          75         2.74           1.37       0.47
##   daily_growth    three_day_rate    total_cases    per_capita    
##  Min.   :0.0000   Min.   :0.2232   Min.   : 75   Min.   :0.4580  
##  1st Qu.:0.4000   1st Qu.:0.2670   1st Qu.:118   1st Qu.:0.4685  
##  Median :0.4878   Median :0.2841   Median :206   Median :0.5749  
##  Mean   :0.8964   Mean   :0.5600   Mean   :220   Mean   :0.5627  
##  3rd Qu.:0.8547   3rd Qu.:0.6558   3rd Qu.:251   3rd Qu.:0.6376  
##  Max.   :2.7397   Max.   :1.3700   Max.   :450   Max.   :0.6744

## [1] "2020-04-29"
##   province total_cases daily_growth three_day_rate per_capita
##   Avellino         454         0.67           1.05       1.09
##  Benevento         182         2.82           0.93       0.66
##    Caserta         420         0.72           0.40       0.46
##     Napoli        2416         0.46           0.57       0.78
##    Salerno         659         0.46           0.41       0.60
##   daily_growth    three_day_rate    total_cases       per_capita    
##  Min.   :0.4573   Min.   :0.4000   Min.   : 182.0   Min.   :0.4551  
##  1st Qu.:0.4574   1st Qu.:0.4080   1st Qu.: 420.0   1st Qu.:0.5999  
##  Median :0.6652   Median :0.5722   Median : 454.0   Median :0.6570  
##  Mean   :1.0248   Mean   :0.6725   Mean   : 826.2   Mean   :0.7161  
##  3rd Qu.:0.7194   3rd Qu.:0.9329   3rd Qu.: 659.0   3rd Qu.:0.7832  
##  Max.   :2.8249   Max.   :1.0496   Max.   :2416.0   Max.   :1.0853

## [1] "2020-04-29"
##            province total_cases daily_growth three_day_rate per_capita
##             Bologna        4352         2.09           1.55       4.29
##             Ferrara         918         0.99           0.63       2.66
##        Forlì-Cesena        1556         0.45           0.70       3.94
##              Modena        3630         0.58           0.63       5.15
##               Parma        3144         0.70           0.76       6.96
##            Piacenza        3993         1.91           2.11      13.91
##             Ravenna         981         0.31           0.41       2.52
##  Reggio nell'Emilia        4613         0.44           0.26       8.67
##              Rimini        1990         0.86           0.90       5.87
##   daily_growth    three_day_rate    total_cases     per_capita    
##  Min.   :0.3067   Min.   :0.2615   Min.   : 918   Min.   : 2.519  
##  1st Qu.:0.4519   1st Qu.:0.6250   1st Qu.:1556   1st Qu.: 3.943  
##  Median :0.7047   Median :0.6951   Median :3144   Median : 5.146  
##  Mean   :0.9260   Mean   :0.8830   Mean   :2797   Mean   : 5.996  
##  3rd Qu.:0.9901   3rd Qu.:0.9039   3rd Qu.:3993   3rd Qu.: 6.961  
##  Max.   :2.0877   Max.   :2.1059   Max.   :4613   Max.   :13.906

## [1] "2020-04-29"
##   province total_cases daily_growth three_day_rate per_capita
##    Gorizia         182         0.55           1.32       1.31
##  Pordenone         630         0.48           0.48       2.02
##    Trieste        1245         0.65           1.77       5.31
##      Udine         951         0.21           0.46       1.80
##   daily_growth    three_day_rate    total_cases       per_capita   
##  Min.   :0.2107   Min.   :0.4599   Min.   : 182.0   Min.   :1.306  
##  1st Qu.:0.4115   1st Qu.:0.4755   1st Qu.: 518.0   1st Qu.:1.675  
##  Median :0.5155   Median :0.8984   Median : 790.5   Median :1.907  
##  Mean   :0.4721   Mean   :1.0078   Mean   : 752.0   Mean   :2.607  
##  3rd Qu.:0.5760   3rd Qu.:1.4306   3rd Qu.:1024.5   3rd Qu.:2.839  
##  Max.   :0.6467   Max.   :1.7747   Max.   :1245.0   Max.   :5.309

## [1] "2020-04-29"
##   province total_cases daily_growth three_day_rate per_capita
##  Frosinone         565         1.62           0.66       1.16
##     Latina         488         0.83           0.97       0.85
##      Rieti         324         3.51           1.16       2.08
##       Roma        4694         1.12           1.41       1.08
##    Viterbo         385         0.52           0.61       1.21
##   daily_growth    three_day_rate    total_cases     per_capita    
##  Min.   :0.5222   Min.   :0.6135   Min.   : 324   Min.   :0.8483  
##  1st Qu.:0.8264   1st Qu.:0.6575   1st Qu.: 385   1st Qu.:1.0810  
##  Median :1.1202   Median :0.9750   Median : 488   Median :1.1552  
##  Mean   :1.5204   Mean   :0.9627   Mean   :1291   Mean   :1.2765  
##  3rd Qu.:1.6187   3rd Qu.:1.1580   3rd Qu.: 565   3rd Qu.:1.2144  
##  Max.   :3.5144   Max.   :1.4094   Max.   :4694   Max.   :2.0836

## [1] "2020-04-29"
##   province total_cases daily_growth three_day_rate per_capita
##     Genova        4571         1.74           2.11       5.43
##    Imperia        1317         2.65           1.89       6.16
##  La Spezia         825         0.36           0.41       3.76
##     Savona        1170         0.17           1.38       4.24
##   daily_growth    three_day_rate    total_cases     per_capita   
##  Min.   :0.1712   Min.   :0.4073   Min.   : 825   Min.   :3.758  
##  1st Qu.:0.3165   1st Qu.:1.1339   1st Qu.:1084   1st Qu.:4.118  
##  Median :1.0505   Median :1.6339   Median :1244   Median :4.836  
##  Mean   :1.2306   Mean   :1.4472   Mean   :1971   Mean   :4.897  
##  3rd Qu.:1.9645   3rd Qu.:1.9472   3rd Qu.:2130   3rd Qu.:5.615  
##  Max.   :2.6500   Max.   :2.1136   Max.   :4571   Max.   :6.159

## [1] "2020-04-29"
##               province total_cases daily_growth three_day_rate per_capita
##                Bergamo       11291         0.85           0.53      10.13
##                Brescia       12806         0.91           0.64      10.12
##                   Como        3207         1.68           1.97       5.35
##                Cremona        6023         0.50           0.32      16.78
##                  Lecco        2265         0.76           1.33       6.71
##                   Lodi        2959         0.41           0.37      12.85
##                Mantova        3156         0.80           0.54       7.65
##                 Milano       19121         1.51           1.34       5.88
##  Monza e della Brianza        4674         0.80           1.45       5.35
##                  Pavia        4280         1.23           1.91       7.84
##                Sondrio        1143         0.18           0.32       6.31
##                 Varese        2619         1.99           2.01       2.94
##   daily_growth    three_day_rate    total_cases      per_capita    
##  Min.   :0.1753   Min.   :0.3175   Min.   : 1143   Min.   : 2.940  
##  1st Qu.:0.6923   1st Qu.:0.4919   1st Qu.: 2874   1st Qu.: 5.750  
##  Median :0.8235   Median :0.9838   Median : 3744   Median : 7.184  
##  Mean   :0.9662   Mean   :1.0612   Mean   : 6129   Mean   : 8.160  
##  3rd Qu.:1.2993   3rd Qu.:1.5615   3rd Qu.: 7340   3rd Qu.:10.119  
##  Max.   :1.9860   Max.   :2.0130   Max.   :19121   Max.   :16.779

## [1] "2020-04-29"
##         province total_cases daily_growth three_day_rate per_capita
##           Ancona        1805         0.28           0.17       3.83
##    Ascoli Piceno         281         0.72           0.24       1.36
##            Fermo         431         0.94           0.63       2.48
##         Macerata        1010         0.40           0.40       3.21
##  Pesaro e Urbino        2490         0.69           0.84       6.94
##   daily_growth    three_day_rate    total_cases     per_capita   
##  Min.   :0.2778   Min.   :0.1668   Min.   : 281   Min.   :1.356  
##  1st Qu.:0.3976   1st Qu.:0.2384   1st Qu.: 431   1st Qu.:2.480  
##  Median :0.6874   Median :0.3992   Median :1010   Median :3.215  
##  Mean   :0.6033   Mean   :0.4550   Mean   :1203   Mean   :3.564  
##  3rd Qu.:0.7168   3rd Qu.:0.6265   3rd Qu.:1805   3rd Qu.:3.830  
##  Max.   :0.9368   Max.   :0.8440   Max.   :2490   Max.   :6.938

## [1] "2020-04-29"
##    province total_cases daily_growth three_day_rate per_capita
##  Campobasso         224            0           0.15       1.01
##     Isernia          55            0           0.00       0.65
##   daily_growth three_day_rate     total_cases       per_capita    
##  Min.   :0     Min.   :0.00000   Min.   : 55.00   Min.   :0.6518  
##  1st Qu.:0     1st Qu.:0.03731   1st Qu.: 97.25   1st Qu.:0.7420  
##  Median :0     Median :0.07463   Median :139.50   Median :0.8322  
##  Mean   :0     Mean   :0.07463   Mean   :139.50   Mean   :0.8322  
##  3rd Qu.:0     3rd Qu.:0.11194   3rd Qu.:181.75   3rd Qu.:0.9223  
##  Max.   :0     Max.   :0.14925   Max.   :224.00   Max.   :1.0125

## [1] "2020-04-29"
##              province total_cases daily_growth three_day_rate per_capita
##           Alessandria        3346         0.84           1.63       7.94
##                  Asti        1546         1.78           2.68       7.20
##                Biella         963         0.21           0.63       5.48
##                 Cuneo        2459         1.74           0.94       4.19
##                Novara        2265         0.94           0.84       6.14
##                Torino       12839         2.19           1.72       5.68
##  Verbano-Cusio-Ossola        1005         0.60           0.43       6.35
##              Vercelli        1099         0.37           0.27       6.43
##   daily_growth    three_day_rate    total_cases      per_capita   
##  Min.   :0.2081   Min.   :0.2745   Min.   :  963   Min.   :4.188  
##  1st Qu.:0.5418   1st Qu.:0.5819   1st Qu.: 1076   1st Qu.:5.633  
##  Median :0.8899   Median :0.8886   Median : 1906   Median :6.242  
##  Mean   :1.0822   Mean   :1.1430   Mean   : 3190   Mean   :6.177  
##  3rd Qu.:1.7476   3rd Qu.:1.6489   3rd Qu.: 2681   3rd Qu.:6.623  
##  Max.   :2.1888   Max.   :2.6819   Max.   :12839   Max.   :7.942

## [1] "2020-04-29"
##               province total_cases daily_growth three_day_rate per_capita
##                   Bari        1301         1.25           0.49       1.04
##  Barletta-Andria-Trani         371         0.00           0.45       0.95
##               Brindisi         555         0.18           0.18       1.41
##                 Foggia        1032         2.79           1.53       1.66
##                  Lecce         484         0.83           0.63       0.61
##                Taranto         255         0.00           0.00       0.44
##   daily_growth     three_day_rate    total_cases       per_capita    
##  Min.   :0.00000   Min.   :0.0000   Min.   : 255.0   Min.   :0.4421  
##  1st Qu.:0.04513   1st Qu.:0.2490   1st Qu.: 399.2   1st Qu.:0.6943  
##  Median :0.50692   Median :0.4725   Median : 519.5   Median :0.9952  
##  Mean   :0.84130   Mean   :0.5475   Mean   : 666.3   Mean   :1.0187  
##  3rd Qu.:1.14219   3rd Qu.:0.5936   3rd Qu.: 912.8   3rd Qu.:1.3190  
##  Max.   :2.78884   Max.   :1.5315   Max.   :1301.0   Max.   :1.6587

## [1] "2020-04-29"
##      province total_cases daily_growth three_day_rate per_capita
##      Cagliari         234         0.86           0.43       0.54
##         Nuoro          76         0.00           0.00       0.36
##      Oristano          54         0.00           0.00       0.34
##       Sassari         833         0.36           0.20       1.69
##  Sud Sardegna          93         0.00           0.73       0.27
##   daily_growth    three_day_rate    total_cases    per_capita    
##  Min.   :0.0000   Min.   :0.0000   Min.   : 54   Min.   :0.2652  
##  1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.: 76   1st Qu.:0.3424  
##  Median :0.0000   Median :0.2009   Median : 93   Median :0.3644  
##  Mean   :0.2447   Mean   :0.2718   Mean   :258   Mean   :0.6419  
##  3rd Qu.:0.3614   3rd Qu.:0.4310   3rd Qu.:234   3rd Qu.:0.5429  
##  Max.   :0.8621   Max.   :0.7273   Max.   :833   Max.   :1.6946

## [1] "2020-04-29"
##       province total_cases daily_growth three_day_rate per_capita
##      Agrigento         135         0.00           0.75       0.31
##  Caltanissetta         159         0.63           2.42       0.61
##        Catania         971         0.00           0.63       0.88
##           Enna         410         1.49           1.08       2.49
##        Messina         533         0.00           0.00       0.85
##        Palermo         480         2.13           1.72       0.38
##         Ragusa          89         0.00           0.00       0.28
##       Siracusa         224         1.36           2.01       0.56
##        Trapani         139         0.00           0.73       0.32
##   daily_growth    three_day_rate    total_cases      per_capita    
##  Min.   :0.0000   Min.   :0.0000   Min.   : 89.0   Min.   :0.2774  
##  1st Qu.:0.0000   1st Qu.:0.6257   1st Qu.:139.0   1st Qu.:0.3229  
##  Median :0.0000   Median :0.7519   Median :224.0   Median :0.5611  
##  Mean   :0.6226   Mean   :1.0381   Mean   :348.9   Mean   :0.7417  
##  3rd Qu.:1.3575   3rd Qu.:1.7245   3rd Qu.:480.0   3rd Qu.:0.8502  
##  Max.   :2.1277   Max.   :2.4185   Max.   :971.0   Max.   :2.4880

## [1] "2020-04-29"
##       province total_cases daily_growth three_day_rate per_capita
##         Arezzo         621         0.16           0.22       1.81
##        Firenze        3079         1.32           0.84       3.04
##       Grosseto         405         0.25           0.41       1.83
##        Livorno         513         0.39           0.33       1.53
##          Lucca        1273         0.32           0.45       3.28
##  Massa-Carrara         993         0.61           0.47       5.10
##           Pisa         846         0.24           0.40       2.02
##        Pistoia         624         0.48           0.49       2.13
##          Prato         517         0.39           0.26       2.01
##          Siena         421         0.00           0.08       1.58
##   daily_growth    three_day_rate    total_cases       per_capita   
##  Min.   :0.0000   Min.   :0.0793   Min.   : 405.0   Min.   :1.532  
##  1st Qu.:0.2396   1st Qu.:0.2762   1st Qu.: 514.0   1st Qu.:1.816  
##  Median :0.3518   Median :0.4060   Median : 622.5   Median :2.013  
##  Mean   :0.4148   Mean   :0.3939   Mean   : 929.2   Mean   :2.433  
##  3rd Qu.:0.4602   3rd Qu.:0.4681   3rd Qu.: 956.2   3rd Qu.:2.817  
##  Max.   :1.3162   Max.   :0.8366   Max.   :3079.0   Max.   :5.095

## [1] "2020-04-29"
##         province total_cases daily_growth three_day_rate per_capita
##  Bolzano / Bozen        2507         0.36           0.35       4.72
##           Trento        4069         1.09           1.48       7.52
##   daily_growth    three_day_rate    total_cases     per_capita  
##  Min.   :0.3603   Min.   :0.3481   Min.   :2507   Min.   :4.72  
##  1st Qu.:0.5435   1st Qu.:0.6301   1st Qu.:2898   1st Qu.:5.42  
##  Median :0.7267   Median :0.9121   Median :3288   Median :6.12  
##  Mean   :0.7267   Mean   :0.9121   Mean   :3288   Mean   :6.12  
##  3rd Qu.:0.9099   3rd Qu.:1.1941   3rd Qu.:3678   3rd Qu.:6.82  
##  Max.   :1.0932   Max.   :1.4761   Max.   :4069   Max.   :7.52

## [1] "2020-04-29"
##  province total_cases daily_growth three_day_rate per_capita
##   Perugia         991         0.20           0.13       1.51
##     Terni         349         2.35           1.48       1.55
##   daily_growth    three_day_rate    total_cases      per_capita   
##  Min.   :0.2022   Min.   :0.1349   Min.   :349.0   Min.   :1.510  
##  1st Qu.:0.7382   1st Qu.:0.4700   1st Qu.:509.5   1st Qu.:1.519  
##  Median :1.2741   Median :0.8050   Median :670.0   Median :1.528  
##  Mean   :1.2741   Mean   :0.8050   Mean   :670.0   Mean   :1.528  
##  3rd Qu.:1.8101   3rd Qu.:1.1401   3rd Qu.:830.5   3rd Qu.:1.538  
##  Max.   :2.3460   Max.   :1.4751   Max.   :991.0   Max.   :1.547

## [1] "2020-04-29"
##                        province total_cases daily_growth three_day_rate
##  Valle d'Aosta / Vallée d'Aoste        1124         0.45           0.54
##  per_capita
##        8.94

## [1] "2020-04-29"
##  province total_cases daily_growth three_day_rate per_capita
##   Belluno        1084         2.17           1.07       5.34
##    Padova        3836         0.00           0.16       4.09
##    Rovigo         426         0.47           0.71       1.81
##   Treviso        2487         0.16           0.46       2.80
##   Venezia        2425         0.29           1.10       2.84
##    Verona        4627         1.56           0.99       4.99
##   Vicenza        2616         0.77           0.80       3.03
##   daily_growth    three_day_rate    total_cases     per_capita   
##  Min.   :0.0000   Min.   :0.1569   Min.   : 426   Min.   :1.813  
##  1st Qu.:0.2253   1st Qu.:0.5871   1st Qu.:1754   1st Qu.:2.822  
##  Median :0.4717   Median :0.8027   Median :2487   Median :3.033  
##  Mean   :0.7741   Mean   :0.7556   Mean   :2500   Mean   :3.559  
##  3rd Qu.:1.1644   3rd Qu.:1.0299   3rd Qu.:3226   3rd Qu.:4.542  
##  Max.   :2.1678   Max.   :1.0957   Max.   :4627   Max.   :5.341


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